wavelets
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difference b/w the functions dwt2 and wavedec2
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Wayne King
le 9 Sep 2011
Hi Aavula, dwt2 gives you the 2D (separable) discrete wavelet transform at one level.
wavedec2 gives you the 2D (separable) discrete wavelet transform at a number of levels if you wish (provided as an input argument). wavedec2 uses dwt2 to iterate on the LL component.
Hope that helps,
Wayne
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Wayne King
le 10 Sep 2011
From wavedec2 you obtain a C and S vector. You can then use detcoef2 and appcoef2 to extract the detail and approximation coefficients at a given level.
For example:
image = randn(16,16);
[C,S] = wavedec2(image,3,'db2');
% get level 2 detail coefficients
[H,V,D] = detcoef2('all',C,S,2);
% get level 2 approx. coefficients
A = appcoef2(C,S,'db2',2);
Wayne
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